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Showing result 1 - 5 of 33 essays matching the above criteria.

  1. 1. Increasing explainability of neural network based retail credit risk models

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anton Evilevitch; [2023]
    Keywords : Explainability; Artificial Neural Network; Mortgage Credit Risk Modeling; Förklarbarhet; Artificiella Neurala Nätverk; Modellering av Hypotekskreditrisk;

    Abstract : Due to their ’black box’ nature, Artificial Neural Networks (ANN) are not permitted for use in various applications. One such application is mortgage credit risk modeling. READ MORE

  3. 2. Guidelines for white box penetration testing wired devices in secure network environments

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Daniel Le Vandolph; [2023]
    Keywords : Penetration test; security assessment; white box; secure network; framework; methodology; guidelines;

    Abstract : As technology is becoming a prevalent and ubiquitous part of society, increasing levels of cybercrime have drawn attention to the need for suitable frameworks for ensuring the security of systems by conducting penetration tests. There are several large and established frameworks for doing so, and they tend to focus on complicated large systems with multiple endpoints, devices, and network layers. READ MORE

  4. 3. Static Analysis Of Client-Side JavaScript Code To Detect Server-Side Business Logic Vulnerabilities

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Frederick van der Windt; [2023]
    Keywords : JavaScript; Static Analysis; Business Logic Vulnerabilities; Client-side; Fuzzing; Black-box; JavaScript; statisk analys; sårbarheter i affärslogiken; klientsidan; Fuzzing; Black-box;

    Abstract : In the real world, web applications are crucial in various domains, from e-commerce to finance and healthcare. However, these applications are not immune to vulnerabilities, particularly in business logic. Detecting such vulnerabilities can be challenging due to the complexity and diversity of application functionality. READ MORE

  5. 4. Is eXplainable AI suitable as a hypotheses generating tool for medical research? Comparing basic pathology annotation with heat maps to find out

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Albert Adlersson; [2023]
    Keywords : black box; eXplainable AI XAI ; Convolutional Neural Network CNN ; Mi- crosatellite Instability MSI ; colon cancer; gastric cancer; hypotheses generating; hypotheses generating tool; medical research;

    Abstract : Hypothesis testing has long been a formal and standardized process. Hypothesis generation, on the other hand, remains largely informal. This thesis assess whether eXplainable AI (XAI) can aid in the standardization of hypothesis generation through its utilization as a hypothesis generating tool for medical research. READ MORE

  6. 5. Fuzzing of PKCS#11 Trusted Application

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Kevin Zeng; [2022]
    Keywords : Fuzzing; white-box; PKCS#11; OP-TEE; AFL; Open-TEE; TA; Trusted Application; Technology and Engineering;

    Abstract : The main goal of this thesis is to find an effective way to fuzz trusted applications (TAs) with source code residing in trusted execution environment (TEE). While fuzzing TAs has been previously done, no work has been found to utilize the source code of TAs to improve the fuzzing. READ MORE